In this paper, we use the MIMIC-III (version 1.4) clinical dataset provided by PhysioNet [1]}. This dataset provides de-identified data collected from ICU patients in Beth Israel Deaconess Medical Center in Boston, Massachusetts. The data was collected from \(46,476\)  patients during the years 2001 to 2012 [2]}, [3]}. The database includes patient information such as demographics, vital sign measurements, and laboratory test results.
